Overview
Includes practice test + exercises! AWS AIF-C01 Certification Prep Course. Bedrock, SageMaker, AI Fundamentals, and more
Syllabus
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- Introduction to AWS Certified AI Practitioner
-- Overview of the AIF-C01 Certification
-- Exam Preparation Tips
-- Study Resources and Materials
- Fundamentals of AI and Machine Learning
-- Definitions and Core Concepts
-- Types of Machine Learning
-- Key Algorithms and Frameworks
- AWS AI and ML Services Overview
-- Introduction to AWS AI Services
-- Understanding AWS Machine Learning Services
-- Key Features and Use Cases
- Data Preparation and Feature Engineering
-- Data Collection and Cleaning
-- Feature Selection and Transformation
-- Tools for Data Preparation on AWS
- Building AI Models on AWS
-- AWS SageMaker Overview
-- Model Training, Tuning, and Deployment
-- Working with SageMaker Built-in Algorithms
- Implementing Computer Vision on AWS
-- AWS Rekognition: Image and Video Analysis
-- Developing and Deploying Image Classification Models
- Natural Language Processing (NLP) with AWS
-- AWS Comprehend: Text Analysis and Entity Recognition
-- Language Translation and Sentiment Analysis
- Speech Recognition and Synthesis
-- AWS Transcribe: Automatic Speech Recognition
-- AWS Polly: Text-to-Speech Services
- AI Ethics and Responsible AI Practices
-- Understanding AI Ethics
-- Implementing Responsible AI on AWS
-- Bias Detection and Mitigation
- Practical Hands-On Labs
-- Data Preparation and Feature Engineering Lab
-- Building and Deploying ML Models with SageMaker
-- Using AWS AI Services for Real-World Applications
- Mock Exams and Practice Tests
-- Sample Test Questions
-- Exam Simulation and Review
- Final Review and Exam Strategies
-- Key Concepts Recap
-- Time Management Tips
-- Exam Day Checklist
- Certification Exam Booking and Next Steps
-- How to Register for the Exam
-- Post-Certification Opportunities and Continuing Education
Taught by
Sundog Education by Frank Kane and Frank Kane
Tags
On-Demand
